DeepBridge Uncertainty Analysis Report
Model: Model
Uncertainty Summary
Uncertainty Score
1.027718253968254
Higher is better (0-1 scale)
Average Coverage
0.8739285714285714
Actual vs. Expected
Average Width
0.3790435110629353
Lower is better
Base Score
accuracy
Test Configuration
| Parameter | Value |
|---|---|
| Model Type | RandomForestClassifier |
| Method | crqr |
| Alpha Levels | [0.1, 0.2] |
Coverage Analysis
Interval Width
Model Metrics
Prediction Interval Coverage
Coverage Analysis
This analysis shows the actual coverage of prediction intervals at different confidence levels. Ideally, the actual coverage should match or exceed the expected coverage.
Primary Model
| Alpha Level | Expected Coverage | Actual Coverage | Coverage Ratio |
|---|
Prediction Interval Width
Interval Width Analysis
This analysis shows the width of prediction intervals at different confidence levels. Narrower intervals with adequate coverage indicate higher certainty.
Primary Model
| Alpha Level | Mean Width | Median Width |
|---|
Model Performance Metrics
Model Metrics
Primary Model
| Metric | Value |
|---|